Meilisearch vs Orama
A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.
Meilisearch
Fast, typo-tolerant search engine for applications
VS
Orama
Fast full-text and vector search engine for any runtime
| Feature | Meilisearch | Orama |
|---|---|---|
| Deploy effort | Under-an-hour setup | Read-the-docs project |
| Health score | 100 · Excellent | 87 · Excellent |
| Category | Search Engines | Search Engines |
| License | MIT | Apache-2.0 |
| Language | Rust | TypeScript |
| Setup difficulty | Easy | Easy |
| Min. RAM | 256 MB | 128 MB |
| Deployment | docker, kubernetes, binary | source, binary |
| GitHub stars | ★ 59,391 | ★ 10,561 |
| First released | 2018 | 2022 |
| Replaces | Algolia, Elasticsearch | Algolia, Elasticsearch |
What are Meilisearch and Orama?
Meilisearch
Meilisearch is an open-source, lightning-fast search engine designed for instant, typo-tolerant search-as-you-type experiences. It is easy to integrate via its REST API and ships as a single binary.
- Typo-tolerant instant search
- Single binary deployment
- Faceted search and filtering
- Simple REST API
Orama
Orama is an open-source full-text, vector, and hybrid search engine that runs anywhere JavaScript runs, including the browser, edge functions, and servers. It can power in-app search and documentation search without external infrastructure.
- Runs in the browser
- Full-text and vector search
- Hybrid search
- Tiny footprint
Meilisearch vs Orama: key differences
Meilisearch is written in Rust, while Orama is built with TypeScript. Licensing differs — MIT for Meilisearch versus Apache-2.0 for Orama. Orama is the lighter option, starting around 128 MB of RAM against 256 MB for Meilisearch. Meilisearch is the more established project (first released 2018), while Orama arrived in 2022. Meilisearch has the considerably larger community, at 59,391 GitHub stars versus 10,561. Meilisearch lists first-class Docker deployment; Orama does not.
Why pick each one
Choose Meilisearch if…
- Extremely easy to set up
- Fast and lightweight
Watch out for
- Fewer features than Elasticsearch
Choose Orama if…
- Released under the Apache-2.0 license
- Easy to set up — beginner-friendly
- Mature project with 10.6k GitHub stars
- Written in TypeScript
Frequently asked questions
Is Meilisearch or Orama better?
Neither is universally better. Meilisearch has the larger community; both share a easy setup difficulty, so the decision comes down to features and licensing.
Are Meilisearch and Orama free and open-source?
Yes. Meilisearch is licensed under MIT and Orama under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Meilisearch and Orama with Docker?
Meilisearch: yes. Orama: check the project docs for container support.
Which is lighter on resources, Meilisearch or Orama?
Orama has the smaller minimum footprint at 128 MB of RAM, compared to about 256 MB for Meilisearch. Real-world usage depends on library size, user count, and enabled features.